2. Extract the images from the zip file to the ImageRetrieval/images folder and overwrite any existing images that previously existed in that directory
3. In order to make any queries you'll be asked to load the dataset firt. No worries the directory contains the full dataset.mat file which you can load and then fire up your queries.